We propose non-parametric methods for both local and global sensitivity analysis of chemical reaction models with correlated parameter dependencies. The developed mathematical and statistical tools are applied to a benchmark Langmuir competitive adsorption model on a close packed platinum surface. whose parameters. estimated from quantum-scale computations. https://parisnaturalfoodes.shop/product-category/colour-bath-green/